Overview
Hey, I'm Manveer.
I'm a full-stack developer building AI-assisted products, backend systems, and polished web experiences.
I created Almaari and JobLinx, built multi-tenant AI systems such as SupportPilot, and worked on real-time computer-vision systems through Odin Analytica.
Currently interested in full-stack, backend, and AI-focused software development opportunities.
Selected Projects
Creator and Full-Stack Developer
An AI-assisted digital wardrobe that helps users organize clothing, build outfits, and make better use of what they already own.
Next.js · TypeScript · Node.js · MongoDB · Redis
- ~25% — API performance improvement
- ~40% — Less manual metadata entry
Creator and Full-Stack Developer
An AI-assisted job search workspace for organizing applications, analyzing job postings, tailoring application materials, and preparing outreach.
Next.js · TypeScript · FastAPI · Supabase · TanStack Query
- 10+ — Cached workflows
- ~60% — Repeat DB traffic
Full-Stack and AI Developer
A multi-tenant support copilot that finds relevant company documents, drafts grounded replies, and escalates when confidence is low.
Next.js · TypeScript · FastAPI · pgvector · OpenAI
- +~28% — Precision@5
- 1,536-d — Embeddings
Experience
Almaari
Designed and shipped an AI-assisted wardrobe platform end to end — from product flows to deployment.
- Designed and developed a responsive full-stack application using React, Next.js, TypeScript, Node.js, and FastAPI, implementing reusable components, authenticated user workflows, and RESTful API integrations.
- Improved application scalability and responsiveness by implementing Redis caching, database indexing, AWS S3 image storage, and CloudFront content delivery, reducing query latency by 50%.
- Developed asynchronous FastAPI services for AI-powered image analysis and metadata generation, automating onboarding workflows and reducing manual form completion by 40%.
Odin Analytica
Early-stage traffic analytics venture that began as a Geese Hacks project and grew into a computer-vision product.
- Built a real-time traffic analytics system using computer vision and web dashboards
- Developed Python and FastAPI services for camera ingestion, validation, and ML inference
- Designed an asynchronous publish-subscribe architecture for dashboards and analytics processing
Almaari Decor
Built and shipped responsive React and Tailwind interfaces for a local business, connecting stakeholder requirements to polished web workflows.
- Built and shipped maintainable React and Tailwind CSS user interfaces using reusable components and a mobile-first approach, delivering responsive experiences across mobile, tablet, and desktop devices.
- Collaborated with stakeholders to translate business requirements and user feedback into intuitive web workflows, improving usability and increasing average session duration to 2.8 minutes.
- Developed end-to-end contact and inquiry workflows by integrating frontend forms with backend services and business processes, increasing consultations by 35% and reducing response times by 50%.
Other Projects
Creator Control Room
A realtime analytics dashboard for tracking Twitch creator events such as gifts, followers, and subscriptions.
Clash Royale Hub
A Clash Royale stats hub for player profiles, battle logs, clan views, war logs, and a searchable card browser.
NBA Shooting Dashboard
An interactive dashboard for analyzing NBA player shooting and season statistics.
Codegories
A realtime multiplayer Scattergories-style game with server-rendered rooms and Socket.io updates.
StudySync
A Hack the North study companion that transcribes speech and video, summarizes content, and generates quizzes.
Moodify
Predicts emotional state from recent Spotify listening using K-Nearest Neighbors on audio features.
Recognition
2024
Best Data Hack — crash detection on live traffic feeds with computer vision.
GeeseHacks Winner · odinAnalytica
2024
Study companion that turns speech and video into summaries and quizzes.
Hack the North Winner · StudySync
2025
Tap-to-pay vendor deposits with milestone escrow, fewer disputes, and optional yield.
ETHGlobal New York Winner · FairHold
2025
Presented product and AI work at Age:AI in Waterloo.
Presented at Age:AI · Age:AI